한국산업융합학회 논문집 (Journal of the Korean Society of Industry Convergence)
- 제16권3호
- /
- Pages.61-68
- /
- 2013
- /
- 1226-833X(pISSN)
- /
- 2765-5415(eISSN)
DOI QR Code
수자원의 이용계획을 위한 장기유출모형의 개발에 관한 연구
A Study on Development of Long-Term Runoff Model for Water Resources Planning and Management
- 조현경 (영남이공대학교, 토목과)
- Cho, Hyeon-Kyeong (Dept. of Civil Engineering, Yeungnam College of Science & Technology)
- 투고 : 2013.07.23
- 심사 : 2013.08.23
- 발행 : 2013.08.31
초록
Long-term runoff model can be used to establish the effective plan of water reources allocation and the determination of the storage capacity of reservoir. So this study aims at the development of monthly runoff model using artificial neural network technique. For this, it was selected multi-layer neural network(MLN) and radial basis function neural network(RFN) model. In this study, it was applied model to analysis monthly runoff process at the Wi stream basin in Nakdong river which is representative experimental river basin of IHP. For this, multi-layer neural network model tried to construct input 3, hidden 7, and output 1 for each number of layer. As the result of analysis of monthly runoff process using models connected with artificial neural network technique, it showed that these models were effective in the simulation of monthly runoff.